The central regulatory circuit in the gene network controlling the morphogenesis of Drosophila mechanoreceptors: an <i>in silico</i> analysis by T. A. Bukharina, V. P. Golubyatnikov, D. P. Furman

“…Mathematical and computer modeling is used to obtain the dynamic characteristics of the studied systems and to predict their state and behavior. An example of the spatial morphological structure is the Drosophila bristle pattern with a strictly defined arrangement of its components – mechanoreceptors (external sensory organs) – on the head and body. …”
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Artificial neural network model using Levenberg Marquardt algorithm to analyse transient flow and thermal characteristics of micropolar nanofluid in a microchannel by Pradeep Kumar, Felicita Almeida, Ajaykumar AR, Qasem Al-Mdallal

“…The prominent conclusion from the analysis is that artificial neural network is sophisticated tool to predict the subsequent sequel of fluid flow and heat transport over a long period of time, reducing computational time to solve complicated fluid flow problems.…”
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Stratum P- and S-Wave <italic>Q</italic> Factors Estimation via Improved Spectral Envelope Matching Method by Chao Wang

“…Accurate estimation of the S-wave Q factor is crucial for improving resolution, imaging quality, interpretation accuracy, and predicting reservoir fluids and permeability in multicomponent seismic data. …”
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A grey wolf optimization approach for evaluating the engine responses of various biodiesel blends in an internal combustion engine by Chukwuka Prosper Ozule, Adeyinka Oluwo, Nehemiah Sabinus Alozie, John Rajan, Swaminathan Jose, Sunday Ayoola Oke, Ugochukwu Sixtus Nwankiti

“…The knowledge of the exact thresholds of parameters in the diesel engines, during combustion, is essential to simulate the combustion process, establish parametric values, reduce cost and predict exhaust emissions. Accordingly, the present paper applies the grey wolf optimization method to determine the optimal threshold of parameters and engine responses in a direct ignition engine. …”
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On the time spent preparing grant proposals: an observational study of Australian researchers by Nicholas Graves, Adrian G Barnett, Philip Clarke, Danielle L Herbert

“…Objective To estimate the time spent by the researchers for preparing grant proposals, and to examine whether spending more time increase the chances of success.Design Observational study.Setting The National Health and Medical Research Council (NHMRC) of Australia.Participants Researchers who submitted one or more NHMRC Project Grant proposals in March 2012.Main outcome measures Total researcher time spent preparing proposals; funding success as predicted by the time spent.Results The NHMRC received 3727 proposals of which 3570 were reviewed and 731 (21%) were funded. …”
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Root Coverage for Single Deep Gingival Recessions: Outcomes Based on a Decision-Making Algorithm by João B. César Neto, Marília C. Cavalcanti, Ricardo T. Sekiguchi, Claudio M. Pannuti, Giuseppe A. Romito, Dimitris N. Tatakis

“…The proposed algorithm allows the clinician to select the appropriate surgical technique for treatment of single deep gingival recessions with good predictability.…”
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Network pharmacology combined with experimental verification for exploring the potential mechanism of phellodendrine against depression by Lili Hu, Na Wu, Jue Wang, Donghui Cai

“…Multiple databases were used to predict the targets of PHE and MDD. The intersection targets between PHE and MDD were obtained to identify as targets for PHE against MDD, followed by protein–protein interaction network, Gene Ontology and Kyoto Encyclopedia of Genes and Genomes pathway analyses. …”
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LINC00941 affects the proliferation, apoptosis and differentiation of osteoblasts by regulating the miR-335-5p/KAT7 axis by Longjin Liu, Ye Yang, Pengxiao Sun

“…Result The expression of LINC00941 was significantly up regulated, while miR-335-5p exhibited a notable downregulation in DFH patients, both of LINC00941 and miR-335-5p have been identified as potential predicted markers for DFH. Furthermore, LINC00941 has been demonstrated to inhibit osteoblast proliferation, promote apoptosis, and suppress osteoblast differentiation through the regulation of the miR-335-5p/KAT7 axis. …”
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Dynamic transmission modeling of COVID-19 to support decision-making in Brazil: A scoping review in the pre-vaccine era. by Gabriel Berg de Almeida, Lorena Mendes Simon, Ângela Maria Bagattini, Michelle Quarti Machado da Rosa, Marcelo Eduardo Borges, José Alexandre Felizola Diniz Filho, Ricardo de Souza Kuchenbecker, Roberto André Kraenkel, Cláudia Pio Ferreira, Suzi Alves Camey, Carlos Magno Castelo Branco Fortaleza, Cristiana Maria Toscano

“…The main modeling objectives were to analyze epidemiological scenarios (testing interventions' effectiveness) and to project short and long-term predictions, while few articles performed economic impact analysis. …”
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Experimental and Techno-Economic Analysis of Solar-Geothermal Organic Rankine Cycle Technology for Power Generation in Nepal by Suresh Baral

“…The thermodynamic models have been developed for predicting the performance analysis of the system. The input parameter for the model is the temperature which was measured experimentally. …”
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Natural sampling and aliasing of marine geochemical signals by Andrew Curtis, Hugo Bloem, Rachel Wood, Fred Bowyer, Graham A. Shields, Ying Zhou, Mariana Yilales, Daniel Tetzlaff

“…We demonstrate that Nyquist’s theorem correctly predicts these biased signatures, proving that aliasing can be caused by cyclical and multiscale relative sea-level changes - a natural sampling effect. …”
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Impact of coronary bifurcation angle on the pathogenesis of atherosclerosis and clinical outcome of coronary bifurcation intervention-A scoping review. by Yoshinobu Murasato, Kyohei Meno, Takahiro Mori, Katsuhiko Tanenaka

“…<h4>Implications of key findings</h4>Assessment of the BA is necessary to predict the effect of bifurcation intervention procedure on the stent configuration and coronary flow at the bifurcated vessels. …”
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Simulating a travel-related origin of Candida auris in New York–New Jersey by Rita R. Verma, Edward Kiegle, Alexander C. Keyel, Sudha Chaturvedi, Vishnu Chaturvedi

“…The C. auris outbreak occurred during increasing travel and trade, and South Asia travel routes predict the distribution of early C. auris cases in NY-NJ. …”
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Multi-objective optimization of SUS430C steel turning process using hybrid machine learning and evolutionary algorithm approach by Nguyen Van-Canh, Nguyen Anh-Thang, Pham Ngoc-Linh, Nguyen Thuy-Duong

“…A hybrid approach combining Extreme Gradient Boosting (XGBoost) and Non-dominated Sorting Genetic Algorithm-II (NSGA-II) was employed to optimize three critical machining objectives: surface roughness (Ra), material removal rate (MRR), and tool wear (Vb). The predictive capability of XGBoost models was validated using experimental data from a Box-Behnken design, achieving high accuracy with R2 values exceeding 0.93 across all performance metrics. …”
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DNA Methylation May be Involved in the Analgesic Effect of Hyperbaric Oxygen via Regulating FUNDC1 by Kun Liu, Hao Wu, Rui Gao, Guang Han

“…Neuropathic pain (NP) is a type of chronic pain which lacks predictable, effective, and safe therapeutic options. …”
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Framework for types of metainferences in mixed methods research by Ahtisham Younas, Sergi Fàbregues, Sarah Munce, John W Creswell

“…The broad metainferences are global and specific, and the subtypes include relational, predictive, causal, comparative, and elaborative metainferences. …”
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A handheld milk conductivity sensing device (Mylee) for measuring secretory activation progress in lactating women: a device validation study by Sharon Haramati, Anastasia Firsow, Daniela Abigail Navarro, Ravid Shechter

“…The Mylee MM% score showed good predictive ability for secretary activation status, as determined by sodium threshold (18 mmol/L) in human milk specimens. …”
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Hunting for Cold Exoplanets via Microlensing by Beaulieu, Jean-Philippe

“…It is the only method currently probing exoplanets in the Earth-Saturn mass range beyond the snow line, where the core accretion theory originally predicted that most massive planets would form. Although the number of detected planets is relatively modest ($\sim $130 planets to date) compared to that discovered by radial velocity and transit methods, microlensing probes a part of the parameter space (host separation as a function of planet mass), which is mostly not accessible in the medium term to any other technique. …”
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Insights into Corncrake (Crex crex) movements in a fragmented agricultural landscape using bioacoustics with implications for nature conservation strategies by Andrea Parisi, James Moran, John Carey, Joanne O'Brien

“…Landscape connectivity (p = 0.01, N = 42) and seminatural grassland area (p = 0.02, N = 42) were positive predictors of intraseason movements, whereas the margin area (p = 0.01, N = 35) predicted further between‐year movements. Considering our noninvasively sampled results in the Irish context, we suggest increasing the protection area around a calling male to 500 m. …”
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Effect of short basalt fibers on energy-dissipating properties of lightweight rubberized concrete shear wall by Artem Zaitsev, Evgenii Matiushin, Victoria Shvetsova, Alexander Burukhin, Stepan Konev, Radmir Karamov, Skolkovo Institute of Science and Technology, Moscow – 121205, Russia.

“…A cyclic pushover analysis of the shear wall has been conducted to characterize its hysteretic behavior and energy dissipation for two consecutive concrete series, predicting long-term seismic performance. The concrete series with basalt fiber exhibited higher seismic resilience with hysteretic damping of 9.3% compared to 8.7% for the series without basalt fibers.…”
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